Dataset: 2026-10-27-catalog-ai-v2
Ruleset: b2e8889c66f7
Scanned: 2026-10-27
Window: February–September 15, 2026

Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

MQTT gateway for ESP8266 or ESP32 with bidirectional 433mhz/315mhz/868mhz, Infrared communications, BLE, Bluetooth, beacons detection, mi flora, mi jia, LYWSD02, LYWSD03MMC, Mi Scale, TPMS, BBQ thermometer compatibility & LoRa.

01Result

1technophile/OpenMQTTGateway ↗

1technophile/OpenMQTTGateway AI coding statistics: 75.9%

of 58 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

Too little recent activity to publish. Only 58 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.

75.9% agent · top contributor 93.2%4 contributors

individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

agent commits

other considered commits

agent contributors

93.2%

largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

44assisted

0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Peak month: 100%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	43	74.1%
GitHub Copilot	GitHub	1	1.7%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

050ba3e8 on GitHub[SYS] Fix erase command leaving MQTT credentials in SPIFFS (#2372)Claude Code
3b8496e3 on GitHub[BT] Update Theengs Decoder to v2.4.5 (#2371)Claude Code
7945a42d on GitHub[RF] Update rtl_433_ESP to v0.6.1 (#2366)Claude Code
1dfa2f17 on GitHub[RF] Fix RTL_433 duplicate detection swallowing rapid transmissions with dGitHub Copilot

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window	63
Merge commits removed	−0
CI / dependency bots removed	−5
Considered	58

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →C++ AI coding statisticsCompare evidence across C++ repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →

Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli 1technophile/OpenMQTTGateway

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	25%	4
2026-03	87.5%	8
2026-04	66.7%	6
2026-05	100%	6
2026-06	80%	10
2026-07	100%	3
2026-08	75%	16
2026-09	60%	5